Triple
T10819660
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hampton University |
E255330
|
entity |
| Predicate | hasAcademicUnit |
P1488
|
FINISHED |
| Object |
School of Liberal Arts and Education
The School of Liberal Arts and Education is an academic division of Hampton University that offers programs in the humanities, social sciences, and teacher education.
|
E887789
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: School of Liberal Arts and Education | Statement: [Hampton University, hasAcademicUnit, School of Liberal Arts and Education]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: School of Liberal Arts and Education Context triple: [Hampton University, hasAcademicUnit, School of Liberal Arts and Education]
-
A.
College of Liberal Arts & Education
The College of Liberal Arts & Education is an academic division of the University of Detroit Mercy offering programs in the humanities, social sciences, and education.
-
B.
School of Liberal Arts
The School of Liberal Arts is a primary academic division of Tulane University that focuses on humanities, social sciences, and fine arts education and research.
-
C.
School of Liberal Arts
The School of Liberal Arts is an academic division of Marist College that provides undergraduate and graduate programs in the humanities and social sciences.
-
D.
School of Liberal Arts
The School of Liberal Arts at Siena College is an academic division that offers programs in the humanities and social sciences, emphasizing critical thinking, ethical inquiry, and a broad-based liberal education.
-
E.
School of Liberal Arts
The School of Liberal Arts at Manhattan College is an academic division offering undergraduate and graduate programs in the humanities, social sciences, and related liberal arts disciplines.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: School of Liberal Arts and Education Triple: [Hampton University, hasAcademicUnit, School of Liberal Arts and Education]
Generated description
The School of Liberal Arts and Education is an academic division of Hampton University that offers programs in the humanities, social sciences, and teacher education.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: School of Liberal Arts and Education Target entity description: The School of Liberal Arts and Education is an academic division of Hampton University that offers programs in the humanities, social sciences, and teacher education.
-
A.
College of Liberal Arts & Education
The College of Liberal Arts & Education is an academic division of the University of Detroit Mercy offering programs in the humanities, social sciences, and education.
-
B.
School of Liberal Arts
The School of Liberal Arts is an academic division of Marist College that provides undergraduate and graduate programs in the humanities and social sciences.
-
C.
School of Liberal Arts
The School of Liberal Arts is a primary academic division of Tulane University that focuses on humanities, social sciences, and fine arts education and research.
-
D.
School of Liberal Arts
The School of Liberal Arts at Siena College is an academic division that offers programs in the humanities and social sciences, emphasizing critical thinking, ethical inquiry, and a broad-based liberal education.
-
E.
School of Liberal Arts
The School of Liberal Arts at Manhattan College is an academic division offering undergraduate and graduate programs in the humanities, social sciences, and related liberal arts disciplines.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69d6aa8081448190a9324184f2bd1c26 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d734492be88190874ea0ba4d0fa643 |
completed | April 9, 2026, 5:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69de8569178481909474e939a3e4c217 |
completed | April 14, 2026, 6:20 p.m. |
| NEDg | Description generation | batch_69de8955b9d8819086ff98efbff6c7a0 |
completed | April 14, 2026, 6:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69de8f4a318c819086559fd53506ab29 |
completed | April 14, 2026, 7:02 p.m. |
Created at: April 8, 2026, 9:18 p.m.